Martin Deutsch

As an architect and lead developer, I was previously responsible for the development of a document processing and preparation system within the agile development process. This was expanded with AI/AI and newer features.

We prepared data and then trained it on various LLMs, mostly AMD GPUs (but also NVIDIA GPUs) and frameworks like Pytorch, LLama-Factory, Deepspeed/-ZeRo, etc. Many of these libraries required a complete build of the libraries and, if necessary, code adjustments. Subsequently, these were productively deployed in a pipeline with MLFlow and Airflow.

As part of the on-board computer development, I developed software for both Android and web applications for Android tablets and embedded systems. In addition, I handled vehicle/mobile router configurations and point-of-sale systems, which had to be maintained and bug-fixed within a complex application and (micro)service architecture.

As an architect and lead developer, I was responsible for the development of a document processing and preparation system within the agile development process. This included the development of system components based on Spring Boot, TypeScript, Angular, and GWT. Furthermore, a suitable database design for a MySQL database and several NoSQL databases had to be further developed to store the data in a "Big Data compatible" manner. Additionally, a foundation for NLP (natural language processing) was developed to automatically capture and process the content of documents. As part of the role as Build Manager, I was responsible for the development toolchain with Gitlab, build scripts, and Linux systems.

We prepared data and then trained it on various LLMs, mostly AMD GPUs and frameworks like Pytorch, LLama-Factory, Deepspeed/-ZeRo, etc.